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Showing 12 results · Page 4 for “gcp”.
GCP-PDE · Data quality
A value can have the right data type and still be wrong for the business. Data quality checks should cover required values, uniqueness, valid ranges and relationships, along with freshness a…
GCP-PDE · Google Cloud data pipelines
Batch pipelines process bounded data, while streaming pipelines handle arriving events and timing uncertainty. Analytical storage serves different access patterns from transactional applicat…
GCP-PMLE · Google Cloud machine learning
A model should be evaluated on appropriately held-out data that represents its intended use. Keep preprocessing and feature availability consistent between training and serving. Track the mo…
GCP-PMLE · Machine-learning engineering
Data leakage occurs when training or model selection uses information that would not be available at prediction time. Split data in a way that respects time and related entities, and fit lea…
GCP-PMLE · Responsible AI evaluation
Aggregate accuracy can hide poor performance for particular users or situations. Evaluate representative subgroups and realistic failure cases, and consider privacy, misuse and human oversig…
GCP-PSOE · Detection engineering and validation
This concept review develops the reasoning needed for detection engineering and validation. Start by identifying the relevant assets, permissions, evidence and trust boundaries. Distinguish …
GCP-PSOE · Google Cloud security
A service account represents a workload identity and should receive only the permissions required for its task. Avoid distributing long-lived keys where a managed identity flow is suitable. …
GCP-PSOE · Incident response
Containment limits ongoing damage, while eradication removes the cause and recovery restores trusted operation. These activities may overlap as new evidence appears. Preserve useful evidence…
GCPN · Active Directory assessment concepts
This concept review develops the reasoning needed for active directory assessment concepts. Start by identifying the relevant assets, permissions, evidence and trust boundaries. Distinguish …
GCPN · Authorized penetration testing
A penetration test starts with explicit scope, permitted techniques, timing and stop conditions. These boundaries protect operations and make results interpretable. Demonstrate the impact ne…
GCPN · Security findings and communication
A useful security finding connects an affected asset, the observed weakness, the conditions for exploitation and the resulting impact. Include enough reproducible evidence to verify the conc…
GCPN · Web assessment reasoning
This concept review develops the reasoning needed for web assessment reasoning. Start by identifying the relevant assets, permissions, evidence and trust boundaries. Distinguish what the obs…
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